Image Annotation Services
Fuel Your AI/ML Models with Precisely Annotated Visual Data
Unlock Precise & Highly Reliable Visual Intelligence with Image Annotation Services
Computer vision models require precisely annotated image datasets to accurately detect, identify, and understand the objects within the images. Annotated datasets provide ground truth and support use cases like facial recognition, autonomous vehicles, medical imaging, and more. Yet, annotating every pixel of the image accurately within the stipulated time and budget is an uphill task, requiring precision and expertise. Image annotation outsourcing is a cost-friendly and effective option for companies to meet their training data needs.
Being a leading image annotation company, we work as an extended version of your in-house team to provide meticulously annotated image datasets. Equipped with advanced annotation tools and project-specific execution plans, we strive for excellence in all our image labeling endeavors. You can rely on us to improve the performance of your AI ML models and get reliable outcomes with precisely annotated visual datasets. Outsource image annotation services to Damco and get quality training data sets within the stipulated time. Additionally, our image labeling service costs are comparatively lower in the industry.
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Tailored Image Annotation Services to Power Your Computer Vision AI
Achieve Computer Vision Breakthroughs with Precisely Annotated Image Datasets
As one of the leading image annotation companies, we are equipped with the most advanced image annotation tools, project-specific roadmaps, and flexible delivery models. Our professionals annotate datasets to reflect the environment where the clients’ models will be used.
2D bounding boxes and 3D cuboids
Our team of diversely skilled and experienced annotators help clients enhance their models’ visual search abilities by detecting different objects in the most complex images. We have delivered projects across verticals, including ecommerce, healthcare, security and surveillance, automobile, and a lot more.
Semantic segmentation
Our clients can build deep learning models through semantic segmentation. We improve the quality of the client’s training datasets by detecting, segregating, and localizing the objects. We employ customized semantic labeling, such as color-coded and pixel-level annotation, to help clients build reliable CV models.
Lines and Splines
Our annotators are experts on creative grounds, as they know how to accurately define and label the lines and boundaries of different objects present in an image. We have fueled various vehicle perception models with accurate lane navigation abilities by annotating different roads and sidewalks.
Polygons
Our professionals have successfully delivered polygon annotation projects, including detecting watermarks, recognizing facial features, and capturing the shapes and sizes of distant objects in an image. We also use polygonal annotation to identify asymmetrical objects, such as trees, buildings, street signs, etc.
Keypoint
Our annotators use this technique to train computer vision models to detect and understand the positions of the object of interest. This technique is apt for labeling images with different shapes and sizes. One of the common use cases of the keypoint image annotation technique is facial characteristics recognition.
Skeletal Annotation
Our experts use this technique to capture and highlight body movement as well as alignment in images and films. Our skilled annotators employ this technique to connect lines on the human body and then connect them with dots at the point of articulation.
Why Damco for Image Annotation Services
Pixel Perfect Image Annotation Services at Cost-Effective Rates
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High Quality and Reliability
We provide highly accurate, business-relevant, and consistently annotated image datasets to train your AI/ML models better and faster.
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Faster Turnaround Time
We leverage advanced technologies and methods to precisely annotate every pixel of the image while lowering the cost to clients.
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Cost Effective Pricing
We provide realistic yet highly competitive rates to our clients, powered by advanced tools and methodologies leveraged in our image annotation projects.
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Scalable Operations
We have a readily available, highly skilled, and tech-oriented talent pool to address any increase in demand to annotate data of any volume and complexity.
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Industry Specific Solutions
We are a leading image annotation company with 28+ years of experience in different verticals, including insurance, retail, healthcare, education, FMCG, etc.
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Global Presence
We are headquartered in Plainsboro, New Jersey, and supported by multiple offshore offices located in the USA, UK, Luxembourg, Dubai, and India.
Frequently Asked Questions
How do you ensure the quality and accuracy of image annotations?
Being one of the most trusted image annotation companies, we know that quality matters the most in AI and ML models development. So, we use a multi-tiered system, wherein all the annotations are rigorously checked by senior annotators, and automated validation tools ensure consistency. We utilize statistical sampling and inter-annotator agreement metrics to continuously monitor accuracy. This approach, guided by precise, client-approved guidelines, ensures the delivery of high-fidelity data that meets strict project specifications.
What file formats do you support for image annotation input and output?
We know that images are in diverse formats, and we support almost all of the standard file types for input and output. These include JPEG, PNG, TIFF, and BMP. For output, we provide annotations in versatile formats, such as COCO JSON, Pascal VOC XML, YOLO TXT, and CSV. We accommodate specific format requests to ensure a smooth integration with your existing computer vision pipelines and machine learning frameworks.
How do you handle ambiguous or edge cases in images?
We acknowledge the fact that ambiguous and edge cases are bound to arise during image annotation projects. We thoroughly understand your requirements and the model’s use case to develop annotator guidelines for consultation. Our protocol involves immediate flagging by annotators for specialized review. So, when edge cases arise, we escalate them to a dedicated team of senior annotators and domain experts. And, when necessary, we directly get in touch with you to clarify doubts, ensuring all annotations maintain the highest possible accuracy and consistency.
Q4. What is your pricing structure for image annotation outsourcing service?
At Damco, we do not follow a fixed pricing structure for image annotation projects. It depends on your business and project-specific requirements. Some of the factors that influence the cost include annotation complexity, required precision levels, volume of images, and project timelines. We offer flexible engagement models, including per-image and hourly rates, to align with diverse client requirements and ensure cost-effectiveness while maintaining the highest quality standards.
